This files contains an example of tuning a multiple models with BayesSearchCV.

Load Data

skopt.BayesSearchCV

https://scikit-optimize.github.io/stable/auto_examples/sklearn-gridsearchcv-replacement.html

Results

Best Scores/Params

BayesSearchCV Performance Over Time


Variable Performance Over Time


Scatter Matrix


Variable Performance - Numeric


Variable Performance - Non-Numeric